Don't worry, that's just the American's friendly neighborhood C-RAM system successfully interdicting a munition heading towards their embassy in Bahgdad.
Don't worry, none of the Americans were hurt.
What's that? Is the falling shrapnel and late night Terminator inspired noise polution bad for the locals? Nah, they'll get used to it... "hearts and minds" baby.